Network security through data analysis from data to action
Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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Sebastopol, CA
O'Reilly Media
2017
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| Ausgabe: | Second edition. |
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| 520 | |a Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand how your network is used, and what actions are necessary to harden and defend the systems within it. In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics. You'll learn how to: Use sensors to collect network, service, host, and active domain data Work with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect Detect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques Analyze text data, traffic behavior, and communications mistakes Identify significant structures in your network with graph analysis Examine insider threat data and acquire threat intelligence Map your network and identify significant hosts within it Work with operations to develop defenses and analysis techniques. | ||
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| spelling | Collins, Michael VerfasserIn aut Network security through data analysis from data to action Michael Collins Second edition. Sebastopol, CA O'Reilly Media 2017 1 online resource (1 volume) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Previous edition published: 2014. - Includes bibliographical references and index. - Online resource; title from title page (Safari, viewed September 18, 2017) Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand how your network is used, and what actions are necessary to harden and defend the systems within it. In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics. You'll learn how to: Use sensors to collect network, service, host, and active domain data Work with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect Detect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques Analyze text data, traffic behavior, and communications mistakes Identify significant structures in your network with graph analysis Examine insider threat data and acquire threat intelligence Map your network and identify significant hosts within it Work with operations to develop defenses and analysis techniques. Computer networks Security measures Communication Network analysis Réseaux d'ordinateurs ; Sécurité ; Mesures Communication ; Analyse de réseau COMPUTERS ; Security ; Networking Communication ; Network analysis Computer networks ; Security measures 1491962844 Erscheint auch als Druck-Ausgabe 1491962844 TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/9781491962831/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Collins, Michael Network security through data analysis from data to action Computer networks Security measures Communication Network analysis Réseaux d'ordinateurs ; Sécurité ; Mesures Communication ; Analyse de réseau COMPUTERS ; Security ; Networking Communication ; Network analysis Computer networks ; Security measures |
| title | Network security through data analysis from data to action |
| title_auth | Network security through data analysis from data to action |
| title_exact_search | Network security through data analysis from data to action |
| title_full | Network security through data analysis from data to action Michael Collins |
| title_fullStr | Network security through data analysis from data to action Michael Collins |
| title_full_unstemmed | Network security through data analysis from data to action Michael Collins |
| title_short | Network security through data analysis |
| title_sort | network security through data analysis from data to action |
| title_sub | from data to action |
| topic | Computer networks Security measures Communication Network analysis Réseaux d'ordinateurs ; Sécurité ; Mesures Communication ; Analyse de réseau COMPUTERS ; Security ; Networking Communication ; Network analysis Computer networks ; Security measures |
| topic_facet | Computer networks Security measures Communication Network analysis Réseaux d'ordinateurs ; Sécurité ; Mesures Communication ; Analyse de réseau COMPUTERS ; Security ; Networking Communication ; Network analysis Computer networks ; Security measures |
| url | https://learning.oreilly.com/library/view/-/9781491962831/?ar |
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